Run pipeline: live 26/27 data + real 25/26 stats, expert model predictions

- Updated 26_27_teams.yaml with confirmed teams from live Fantacalcio.it (Venezia,
  Frosinone, Sassuolo, Parma, Como — all 20 teams confirmed)
- Fixed FantacalcioScraper HTML roster parser to match live quotazioni page structure
  (data-filter-role-classic, player-row tr elements)
- Added 26/27 Quotazioni_Fantacalcio: 505 players with FVM values, QI/QA prices
- Scraped real 25/26 season stats from statistiche-serie-a (663 players)
- Built expert model using real 25/26 FV baselines + home/away adj + opponent strength
- Generated Matchday 1 predictions for 388 matched players
- MCTS lineup optimization: Captain Malen (Roma, 9.67 FV), 98.1 expected pts
- All 31 tests passing

config/26_27_teams.yaml

@@ -1,11 +1,9 @@
-# 2026/27 Serie A teams
-# Promoted teams subject to confirmation. Update after final Serie B playoff.
+# 2026/27 Serie A teams — confirmed from live Fantacalcio.it quotazioni (August 2026)
 teams:
   - Atalanta
   - Bologna
   - Cagliari
   - Como
-  - Empoli
   - Fiorentina
   - Frosinone
   - Genoa
@@ -21,22 +19,36 @@ teams:
   - Sassuolo
   - Torino
   - Udinese
-
-# Promoted from Serie B 2025/26 (tentative)
-promoted_2026_27:
-  - Frosinone
-  - Genoa
-  - Sassuolo
-
-# Relegated after 2025/26
-relegated_2025_26:
   - Venezia
-  - Hellas Verona
-  - Salernitana
+
+team_code_map:
+  ATA: Atalanta
+  BOL: Bologna
+  CAG: Cagliari
+  COM: Como
+  FIO: Fiorentina
+  FRO: Frosinone
+  GEN: Genoa
+  INT: Inter
+  JUV: Juventus
+  LAZ: Lazio
+  LEC: Lecce
+  MIL: Milan
+  MON: Monza
+  NAP: Napoli
+  PAR: Parma
+  ROM: Roma
+  SAS: Sassuolo
+  TOR: Torino
+  UDI: Udinese
+  VEN: Venezia
 
 fantacalcio_api:
   season_id_current: 21       # 2026/27
   season_id_last: 20          # 2025/26 (complete)
   season_id_previous: 19      # 2024/25
-  season_id_older: 18         # 2023/24
   base_url: "https://www.fantacalcio.it/api/v1/Excel"
+
+# Note: FBref.com currently blocks all automated access (Cloudflare).
+# Use the browser fallback or rely on Fantacalcio.it HTML scraping.
+fbref_available: false